Hand gesture recognition: An overview

Proceedings of 2013 5th IEEE International Conference on Broadband Network and Multimedia Technology, IEEE IC-BNMT 2013

Volumn , Issue , 2013, Pages 63-69

  Yang, Shuai ^a   Premaratne, Prashan ^a   Vial, Peter ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

Feature extraction; Gestures recognition; Hand gesture recognition; Man Machine Interaction (MMI); Neural network; Segmentation

Indexed keywords

BROADBAND NETWORKS; FEATURE EXTRACTION; IMAGE SEGMENTATION; MULTIMEDIA SYSTEMS; NEURAL NETWORKS;

GESTURES RECOGNITION; HAND-GESTURE RECOGNITION; MAN-MACHINE INTERACTION; RECENT RESEARCHES;

GESTURE RECOGNITION;

EID: 84903302306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBNMT.2013.6823916     Document Type: Conference Paper

References (38)

1. R. Khan, N. Ibraheem, "Hand Gesture Recognition: A Literature review", International Journal of Artificial Intelligence & Applications, pp161-174, 2012.
2. T. Cerlinca, S. G. Pentiuc& V. Vlad, "Real-time 3D hand gestures recognition for manipulation of industrial robots". ElektronikairElektrotechnika, 2013.
3. G. R. S. Murth, R. S. Jadon, "Hand Gesture Recognition using Neural Network". International Journal of Computer Science and Network, p. 56. 2012.
4. S. S. Rautaray, A. Agrawal, Real Time Hand Gesture System For Dynamic Gestures, International Journal Of Ubicomp, pp. 21-31,2012.
5. R. Xu, S. Zhou &W. J. Li, "MEMS Accelerometer Based Nonspecific-User Hand Gesture Recognition", Sensors Journal, IEEE, vol. 12, no. 5, pp. 1166,1173, 2012.
6. W. T. Freeman, C. D. Weissman, "Television Control by Hand Gestures", IEEE. International Workshop on Automatic Face and Gesture Recognition, 1995.
7. J. Joseph, J. LaViola, "A Survey of Hand Posture and Gesture Recognition Techniques and Technology", Master Thesis, Science and Technology Center for Computer Graphics and Scientific Visualization, USA. 1999.
8. X. Li, "Gesture Recognition Based on Fuzzy C-Means Clustering Algorithm", Department of Computer Science. The University of Tennessee Knoxville, 2003.
9. S. Mitra, and T. Acharya, "Gesture Recognition: A Survey" IEEE Transactions on systems, Man and Cybernetics, Part C: Applications and reviews, vol. 37 (3), pp. 311-324, 2007.
10. Y. Zhu, Y. Huang, G. Xu, H. Ren, &Z. Wcn, "Visionbased Interpretation of Hand Gestures by Modeling Appearance Changes in Image Sequences". WA '98 IAPH Workshop on Machine Vision Applications. Makuhm, Japan,1998.
11. L. Dipietro, A. M. Sabatini&P. Dario, "Survey of glovebased systems and their applications". IEEE Transactions on systems, Man and Cybernetics, Part C: Applications and reviews, 38(4), pp. 461-482. 2008.
12. P. Premaratne, Y. Shuai, Z. Zheng and V. Peter, "Australian Sign Language Recognition Using Moment Invariants", Intelligent Computing Theories and Technology, 2013.
13. S. G. Wysoski, M. V. Lamar, S. Kuroyanagi& A. Iwata, "A Rotation Invariant Approach On Static-Gesture Recognition Using Boundary Histograms And Neural Network", International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 3, No. 4, July 2012.
14. N. Ibraheem, M. Hasan, R. Khan, P. Mishra, "comparative study of skin color based segmentation techniques", Aligarh Muslim University, A. M. U., Aligarh, India 2012.
15. P. Premaratne,. and Q. Nguyen, Consumer electronics control system based on hand gesture moment invariants, IET Computer Vision, vol. 1-1, pp. 35-41, 2007.
16. J. J. Phu, and Y. H. Tay, "Computer Vision Based Hand Gesture Recognition Using Artificial Neural Network", Malaysia, 2006.
17. M. M. Hasan, P. K. Misra, "Gesture Recognition Using Modified HSV Segmentation", International Conference on Communication Systems and Network Technologies (CSNT), pp. 328,332, 2011.
18. V. Vezhnevets, V. Sazonov, A. Andreeva, 2003, "A Survey on Pixel-Based Skin Color Detection Techniques". Proceedings of the Graphi, pp. 85-92.
19. V. S. Kulkarni, &S. D. Lokhande, 2010,"Appearance Based Recognition of American Sign Language Using Gesture Segmentation", International Journal On Computer Science &Engineering, 2(3), pp. 560-565.
20. S. Zhao, W. Tan, S. Wen, and Y. Li, 2008, An Improved Algorithm of Hand Gesture Recognition under Intricate Background, ICIRA 2008, Part I, LNAI 5314, pp. 786-794.
21. Y. Kuno, M. Sakamoto, K. Sakata and Y. Shirai, "Vision-based human computer interface with user centred frame," in Proc. IEEE/RSJ/GI Int. Conf. IROS, 1994, vol. 3, pp. 2023-2029.
22. P. K. Sahoo, S. Soltani, and A. K. Wong, "A survey of thresholding techniques," Computer Vision, Graphics, and Image Processing, vol. 41, no. 2, pp. 233-260, Feb. 1988.
23. N. R. Pal and S. K. Pal, "A review on image segmentation techniques," Pattern Recognition, vol. 6, no. 9, pp. 1277-1294, Sep. 1993.
24. L. Lamberti, F. Camastra, "Real-Time Hand Gesture Recognition Using a Color Glove", ICIAP 2011, Part I, LNCS 6978, pp. 365-373, 2011.
25. E. Stergiopoulou, N. Papamarkos, Hand gesture recognition using a neural network shape fitting technique, Engineering Applications of Artificial Intelligence, Volume 22, Issue 8, December 2009, Pages 1141-1158, ISSN 0952-1976.
26. P. Doliotis, A. Stefan, C. McMurrough, D. Eckhard, and V. Athitsos, 2011, "Comparing Gesture Recognition Accuracy Using Color and Depth Information", Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments, No. 20.
27. J. Molina, M. Escudero-Viñolo, A. Signoriello, M. Pardàs, C. Ferrán, J. Bescós, F. Marqués, J. M. Martíne, 2011, "Real-time user independent hand gesture recognition", Machine Vision and Applications (2013) 24:187-204, Spanish.
28. S. Oprisescu, C. Rasche, B. Su, "Automatic static hand gesture recognition using ToF cameras," Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European, pp. 2748,2751, 27-31 Aug. 2012.
29. J. L. Raheja, A. Chaudhary, K Singal, 2011, "Tracking of Fingertips and Centres of Palm using KINECT", Third International Conference on Computational Intelligence, Modelling & Simulation, Malaysia, 20-22 Sep, 2011, pp. 248-252.
30. K. Lai,J. Konrad, P. Ishwar, "A gesture-driven computer interface using Kinect," Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on, vol., no., pp. 185,188, 22-24 April 2012
31. M. M. Hasan,&P. K. Misra, 2011,"Brightness Factor Maching for Gesture RecognitionSystem Using Scaled Normalization". International Journal of Computer Science & Information Technology, 3(2), 35-46.
32. Mapari, Rajesh (01/12/2012). "Hand Gesture Recognition using Neural Network",International Journal of Computer Science and Network, (2277-5420), 1 (6), p. 56.
33. A. Malima, E. Ozgur,&M. Cetin, "A Fast Algorithm for Vision-Based Hand Gesture Recognition for Robot Control," Signal Processing and Communications Applications, 2006 IEEE 14th, vol., no., pp. 1,4, 17-19 April 2006.
34. H. A. Jalab, "Static Hand Gesture Recognition for Human Computer Interaction". Information Technology Journal, 11(9), pp. 1265-1271. 2012.
35. P. Premaratne, S. Ajaz and M. Premaratne, Hand Gesture Tracking and Recognition System using Lucas-Kanade Algorithms for Control of Consumer Electronics, Neurocomputing, Volume 116, Pp 242-249, 2013.
36. P. Premaratne, Q. Nguyen & M. Premaratne, "Human computer interaction using hand gestures," in 6th International Conference on Intelligent Computing, ICIC 2010, 2010, pp. 381-386.
37. L. Li, D. Jia, X. Chen, L. Sun, 2006, "A Fast Discrete Moment Invariant Algorithm and Its Application on Pattern Recognition", the 6th World Congress on Intelligent Control and Automation, June 21-23, 2006, Dalian, China.
38. B. Min, H. Yoon, J. Soh, Y. Yang, T. Ejima,"Hand gesture recognition using hidden Markov models," Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on, vol. 5, no., pp. 4232,4235 vol. 5, 12-15 Oct 1997.